2025 / Data Science

Decision Tree Classifier for Social Network Ads

Decision tree classifier on Social Network Ads dataset for purchase prediction

Primary URL projects/decision-tree-classifier-for-social-network-ads/

Owner Kholipha Ahmmad Al-Amin

Best query match Decision Tree Classifier for Social Network Ads 2025

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Project overview

An ML project implementing decision tree classifiers on the Social Network Ads dataset for purchase prediction with data exploration, visualization, and evaluation.

Key capabilities

Decision tree classification

Social media ads purchase prediction

Hyperparameter tuning and pruning

Decision boundary visualization

Technology stack

Python

Scikit-learn

Pandas

NumPy

Matplotlib

Seaborn

Jupyter

Resources

View on GitHub Github

Open resource

Related internal pages

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